| Number of Variables | 46 |
|---|---|
| Number of Rows | 3376 |
| Missing Cells | 19952 |
| Missing Cells (%) | 12.8% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 4.0 MB |
| Average Row Size in Memory | 1.2 KB |
| Variable Types |
|
| PropertyGFATotal and PropertyGFABuilding(s) have similar distributions | Similar Distribution |
|---|---|
| SiteEUI(kBtu/sf) and SiteEUIWN(kBtu/sf) have similar distributions | Similar Distribution |
| SourceEUI(kBtu/sf) and SourceEUIWN(kBtu/sf) have similar distributions | Similar Distribution |
| SiteEnergyUse(kBtu) and SiteEnergyUseWN(kBtu) have similar distributions | Similar Distribution |
| SecondLargestPropertyUseType has 1697 (50.27%) missing values | Missing |
| SecondLargestPropertyUseTypeGFA has 1697 (50.27%) missing values | Missing |
| ThirdLargestPropertyUseType has 2780 (82.35%) missing values | Missing |
| ThirdLargestPropertyUseTypeGFA has 2780 (82.35%) missing values | Missing |
| YearsENERGYSTARCertified has 3257 (96.48%) missing values | Missing |
| ENERGYSTARScore has 843 (24.97%) missing values | Missing |
| Comments has 3376 (100.0%) missing values | Missing |
|---|---|
| Outlier has 3344 (99.05%) missing values | Missing |
| OSEBuildingID is skewed | Skewed |
| ZipCode is skewed | Skewed |
| Latitude is skewed | Skewed |
| NumberofBuildings is skewed | Skewed |
| NumberofFloors is skewed | Skewed |
| PropertyGFATotal is skewed | Skewed |
| PropertyGFAParking is skewed | Skewed |
| PropertyGFABuilding(s) is skewed | Skewed |
| LargestPropertyUseTypeGFA is skewed | Skewed |
|---|---|
| SecondLargestPropertyUseTypeGFA is skewed | Skewed |
| ThirdLargestPropertyUseTypeGFA is skewed | Skewed |
| SiteEUI(kBtu/sf) is skewed | Skewed |
| SiteEUIWN(kBtu/sf) is skewed | Skewed |
| SourceEUI(kBtu/sf) is skewed | Skewed |
| SourceEUIWN(kBtu/sf) is skewed | Skewed |
| SiteEnergyUse(kBtu) is skewed | Skewed |
| SiteEnergyUseWN(kBtu) is skewed | Skewed |
| SteamUse(kBtu) is skewed | Skewed |
| Electricity(kWh) is skewed | Skewed |
|---|---|
| Electricity(kBtu) is skewed | Skewed |
| NaturalGas(therms) is skewed | Skewed |
| NaturalGas(kBtu) is skewed | Skewed |
| TotalGHGEmissions is skewed | Skewed |
| GHGEmissionsIntensity is skewed | Skewed |
| PropertyName has a high cardinality: 3362 distinct values | High Cardinality |
| Address has a high cardinality: 3354 distinct values | High Cardinality |
| TaxParcelIdentificationNumber has a high cardinality: 3268 distinct values | High Cardinality |
| ListOfAllPropertyUseTypes has a high cardinality: 466 distinct values | High Cardinality |
| LargestPropertyUseType has a high cardinality: 56 distinct values | High Cardinality |
|---|---|
| YearsENERGYSTARCertified has a high cardinality: 65 distinct values | High Cardinality |
| DataYear has constant value "2016" | Constant |
| City has constant value "Seattle" | Constant |
| State has constant value "WA" | Constant |
| DataYear has constant length 4 | Constant Length |
| City has constant length 7 | Constant Length |
| State has constant length 2 | Constant Length |
| CouncilDistrictCode has constant length 1 | Constant Length |
| Comments has all distinct values | Unique |
| Longitude has 3376 (100.0%) negatives | Negatives |
|---|---|
| PropertyGFAParking has 2872 (85.07%) zeros | Zeros |
| SteamUse(kBtu) has 3237 (95.88%) zeros | Zeros |
| NaturalGas(therms) has 1258 (37.26%) zeros | Zeros |
| NaturalGas(kBtu) has 1258 (37.26%) zeros | Zeros |
numerical
| Approximate Distinct Count | 3376 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 21208.9911 |
| Minimum | 1 |
| Maximum | 50226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 275.5 |
| Q1 | 19990.75 |
| Median | 23112 |
| Q3 | 25994.25 |
| 95-th Percentile | 49784.25 |
| Maximum | 50226 |
| Range | 50225 |
| IQR | 6003.5 |
| Mean | 21208.9911 |
|---|---|
| Standard Deviation | 12223.757 |
| Variance | 1.4942e+08 |
| Sum | 7.1602e+07 |
| Skewness | -0.008275 |
| Kurtosis | 0.6481 |
| Coefficient of Variation | 0.5763 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 232944 |
| Mean | 4 |
|---|---|
| Standard Deviation | 0 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 4 |
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2016 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13504 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 277397 |
| Mean | 17.1674 |
|---|---|
| Standard Deviation | 3.0505 |
| Median | 20 |
| Minimum | 6 |
| Maximum | 20 |
| 1st row | NonResidential |
|---|---|
| 2nd row | NonResidential |
| 3rd row | NonResidential |
| 4th row | NonResidential |
| 5th row | NonResidential |
| Count | 45425 |
|---|---|
| Lowercase Letter | 36524 |
| Space Separator | 3600 |
| Uppercase Letter | 8901 |
| Dash Punctuation | 1794 |
| Decimal Number | 3612 |
categorical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 277471 |
| Mean | 17.1893 |
|---|---|
| Standard Deviation | 6.1164 |
| Median | 20 |
| Minimum | 5 |
| Maximum | 27 |
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
| Count | 51664 |
|---|---|
| Lowercase Letter | 43004 |
| Space Separator | 3640 |
| Uppercase Letter | 8660 |
| Dash Punctuation | 2409 |
| Decimal Number | 278 |
categorical
| Approximate Distinct Count | 3362 |
|---|---|
| Approximate Unique (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 284935 |
| Mean | 19.4002 |
|---|---|
| Standard Deviation | 8.2587 |
| Median | 18 |
| Minimum | 2 |
| Maximum | 72 |
| 1st row | Mayflower park hot... |
|---|---|
| 2nd row | Paramount Hotel |
| 3rd row | 5673-The Westin Se... |
| 4th row | HOTEL MAX |
| 5th row | WARWICK SEATTLE HO... |
| Count | 55182 |
|---|---|
| Lowercase Letter | 42135 |
| Space Separator | 6431 |
| Uppercase Letter | 13047 |
| Dash Punctuation | 300 |
| Decimal Number | 2807 |
categorical
| Approximate Distinct Count | 3354 |
|---|---|
| Approximate Unique (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 277642 |
| Mean | 17.2399 |
|---|---|
| Standard Deviation | 3.7735 |
| Median | 17 |
| Minimum | 8 |
| Maximum | 41 |
| 1st row | 405 Olive way |
|---|---|
| 2nd row | 724 Pine street |
| 3rd row | 1900 5th Avenue |
| 4th row | 620 STEWART ST |
| 5th row | 401 LENORA ST |
| Count | 32736 |
|---|---|
| Lowercase Letter | 21859 |
| Space Separator | 9521 |
| Uppercase Letter | 10877 |
| Dash Punctuation | 49 |
| Decimal Number | 15091 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 243072 |
| Mean | 7 |
|---|---|
| Standard Deviation | 0 |
| Median | 7 |
| Minimum | 7 |
| Maximum | 7 |
| 1st row | Seattle |
|---|---|
| 2nd row | Seattle |
| 3rd row | Seattle |
| 4th row | Seattle |
| 5th row | Seattle |
| Count | 23632 |
|---|---|
| Lowercase Letter | 20256 |
| Space Separator | 0 |
| Uppercase Letter | 3376 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 226192 |
| Mean | 2 |
|---|---|
| Standard Deviation | 0 |
| Median | 2 |
| Minimum | 2 |
| Maximum | 2 |
| 1st row | WA |
|---|---|
| 2nd row | WA |
| 3rd row | WA |
| 4th row | WA |
| 5th row | WA |
| Count | 6752 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 6752 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 55 |
|---|---|
| Approximate Unique (%) | 1.6% |
| Missing | 16 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53760 |
| Mean | 98116.9491 |
| Minimum | 98006 |
| Maximum | 98272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 98006 |
|---|---|
| 5-th Percentile | 98101 |
| Q1 | 98104 |
| Median | 98115 |
| Q3 | 98122 |
| 95-th Percentile | 98144 |
| Maximum | 98272 |
| Range | 266 |
| IQR | 18 |
| Mean | 98116.9491 |
|---|---|
| Standard Deviation | 18.6152 |
| Variance | 346.5258 |
| Sum | 3.2967e+08 |
| Skewness | 1.9988 |
| Kurtosis | 10.4756 |
| Coefficient of Variation | 0.00018972 |
categorical
| Approximate Distinct Count | 3268 |
|---|---|
| Approximate Unique (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 253217 |
| Mean | 10.005 |
|---|---|
| Standard Deviation | 0.2604 |
| Median | 10 |
| Minimum | 9 |
| Maximum | 25 |
| 1st row | 0659000030 |
|---|---|
| 2nd row | 0659000220 |
| 3rd row | 0659000475 |
| 4th row | 0659000640 |
| 5th row | 0659000970 |
| Count | 3 |
|---|---|
| Lowercase Letter | 3 |
| Space Separator | 2 |
| Uppercase Letter | 0 |
| Dash Punctuation | 2 |
| Decimal Number | 33770 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 222816 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 7 |
|---|---|
| 2nd row | 7 |
| 3rd row | 7 |
| 4th row | 7 |
| 5th row | 7 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 3376 |
categorical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 253585 |
| Mean | 10.114 |
|---|---|
| Standard Deviation | 5.2085 |
| Median | 9 |
| Minimum | 4 |
| Maximum | 22 |
| 1st row | DOWNTOWN |
|---|---|
| 2nd row | DOWNTOWN |
| 3rd row | DOWNTOWN |
| 4th row | DOWNTOWN |
| 5th row | DOWNTOWN |
| Count | 31826 |
|---|---|
| Lowercase Letter | 488 |
| Space Separator | 1896 |
| Uppercase Letter | 31338 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 2876 |
|---|---|
| Approximate Unique (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 47.624 |
| Minimum | 47.4992 |
| Maximum | 47.7339 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 47.4992 |
|---|---|
| 5-th Percentile | 47.5417 |
| Q1 | 47.5999 |
| Median | 47.6187 |
| Q3 | 47.6571 |
| 95-th Percentile | 47.713 |
| Maximum | 47.7339 |
| Range | 0.2347 |
| IQR | 0.05726 |
| Mean | 47.624 |
|---|---|
| Standard Deviation | 0.04776 |
| Variance | 0.002281 |
| Sum | 160778.7358 |
| Skewness | 0.14 |
| Kurtosis | -0.1427 |
| Coefficient of Variation | 0.001003 |
numerical
| Approximate Distinct Count | 2656 |
|---|---|
| Approximate Unique (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | -122.3348 |
| Minimum | -122.4142 |
| Maximum | -122.221 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 3376 |
| Negatives (%) | 100.0% |
| Minimum | -122.4142 |
|---|---|
| 5-th Percentile | -122.3865 |
| Q1 | -122.3507 |
| Median | -122.3325 |
| Q3 | -122.3194 |
| 95-th Percentile | -122.2898 |
| Maximum | -122.221 |
| Range | 0.1933 |
| IQR | 0.03126 |
| Mean | -122.3348 |
|---|---|
| Standard Deviation | 0.0272 |
| Variance | 0.00074002 |
| Sum | -413002.2686 |
| Skewness | -0.1375 |
| Kurtosis | 0.2602 |
| Coefficient of Variation | -0.00022237 |
numerical
| Approximate Distinct Count | 113 |
|---|---|
| Approximate Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 1968.5732 |
| Minimum | 1900 |
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1900 |
|---|---|
| 5-th Percentile | 1908 |
| Q1 | 1948 |
| Median | 1975 |
| Q3 | 1997 |
| 95-th Percentile | 2012 |
| Maximum | 2015 |
| Range | 115 |
| IQR | 49 |
| Mean | 1968.5732 |
|---|---|
| Standard Deviation | 33.0882 |
| Variance | 1094.8261 |
| Sum | 6.6459e+06 |
| Skewness | -0.5392 |
| Kurtosis | -0.8718 |
| Coefficient of Variation | 0.01681 |
numerical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53888 |
| Mean | 1.1069 |
| Minimum | 0 |
| Maximum | 111 |
| Zeros | 92 |
| Zeros (%) | 2.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th Percentile | 1 |
| Maximum | 111 |
| Range | 111 |
| IQR | 0 |
| Mean | 1.1069 |
|---|---|
| Standard Deviation | 2.1084 |
| Variance | 4.4454 |
| Sum | 3728 |
| Skewness | 43.3757 |
| Kurtosis | 2202.0219 |
| Coefficient of Variation | 1.9048 |
numerical
| Approximate Distinct Count | 50 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 4.7091 |
| Minimum | 0 |
| Maximum | 99 |
| Zeros | 16 |
| Zeros (%) | 0.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 5 |
| 95-th Percentile | 12 |
| Maximum | 99 |
| Range | 99 |
| IQR | 3 |
| Mean | 4.7091 |
|---|---|
| Standard Deviation | 5.4945 |
| Variance | 30.1891 |
| Sum | 15898 |
| Skewness | 5.9197 |
| Kurtosis | 55.866 |
| Coefficient of Variation | 1.1668 |
numerical
| Approximate Distinct Count | 3195 |
|---|---|
| Approximate Unique (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 94833.5373 |
| Minimum | 11285 |
| Maximum | 9320156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 11285 |
|---|---|
| 5-th Percentile | 21291.5 |
| Q1 | 28487 |
| Median | 44175 |
| Q3 | 90992 |
| 95-th Percentile | 320096 |
| Maximum | 9320156 |
| Range | 9308871 |
| IQR | 62505 |
| Mean | 94833.5373 |
|---|---|
| Standard Deviation | 218837.6071 |
| Variance | 4.789e+10 |
| Sum | 3.2016e+08 |
| Skewness | 24.1187 |
| Kurtosis | 944.8369 |
| Coefficient of Variation | 2.3076 |
numerical
| Approximate Distinct Count | 496 |
|---|---|
| Approximate Unique (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 8001.5261 |
| Minimum | 0 |
| Maximum | 512608 |
| Zeros | 2872 |
| Zeros (%) | 85.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 46400.75 |
| Maximum | 512608 |
| Range | 512608 |
| IQR | 0 |
| Mean | 8001.5261 |
|---|---|
| Standard Deviation | 32326.7239 |
| Variance | 1.045e+09 |
| Sum | 2.7013e+07 |
| Skewness | 6.6482 |
| Kurtosis | 58.8858 |
| Coefficient of Variation | 4.0401 |
numerical
| Approximate Distinct Count | 3193 |
|---|---|
| Approximate Unique (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54016 |
| Mean | 86832.0113 |
| Minimum | 3636 |
| Maximum | 9320156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3636 |
|---|---|
| 5-th Percentile | 21021 |
| Q1 | 27756 |
| Median | 43216 |
| Q3 | 84276.25 |
| 95-th Percentile | 282658.5 |
| Maximum | 9320156 |
| Range | 9316520 |
| IQR | 56520.25 |
| Mean | 86832.0113 |
|---|---|
| Standard Deviation | 207939.8119 |
| Variance | 4.3239e+10 |
| Sum | 2.9314e+08 |
| Skewness | 27.6121 |
| Kurtosis | 1159.6392 |
| Coefficient of Variation | 2.3947 |
categorical
| Approximate Distinct Count | 466 |
|---|---|
| Approximate Unique (%) | 13.8% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Memory Size | 306176 |
| Mean | 25.9344 |
|---|---|
| Standard Deviation | 17.166 |
| Median | 20 |
| Minimum | 5 |
| Maximum | 255 |
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel, Parking, Re... |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel, Parking, Sw... |
| Count | 76720 |
|---|---|
| Lowercase Letter | 66361 |
| Space Separator | 6537 |
| Uppercase Letter | 10359 |
| Dash Punctuation | 633 |
| Decimal Number | 294 |
categorical
| Approximate Distinct Count | 56 |
|---|---|
| Approximate Unique (%) | 1.7% |
| Missing | 20 |
| Missing (%) | 0.6% |
| Memory Size | 272695 |
| Mean | 16.256 |
|---|---|
| Standard Deviation | 6.6956 |
| Median | 19 |
| Minimum | 5 |
| Maximum | 52 |
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
| Count | 50806 |
|---|---|
| Lowercase Letter | 44355 |
| Space Separator | 2796 |
| Uppercase Letter | 6451 |
| Dash Punctuation | 445 |
| Decimal Number | 278 |
numerical
| Approximate Distinct Count | 3122 |
|---|---|
| Approximate Unique (%) | 93.0% |
| Missing | 20 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53696 |
| Mean | 79177.6386 |
| Minimum | 5656 |
| Maximum | 9.3202e+06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5656 |
|---|---|
| 5-th Percentile | 17609 |
| Q1 | 25094.75 |
| Median | 39894 |
| Q3 | 76200.25 |
| 95-th Percentile | 243388.5 |
| Maximum | 9.3202e+06 |
| Range | 9.3145e+06 |
| IQR | 51105.5 |
| Mean | 79177.6386 |
|---|---|
| Standard Deviation | 201703.4075 |
| Variance | 4.0684e+10 |
| Sum | 2.6572e+08 |
| Skewness | 30.0825 |
| Kurtosis | 1318.6413 |
| Coefficient of Variation | 2.5475 |
categorical
| Approximate Distinct Count | 50 |
|---|---|
| Approximate Unique (%) | 3.0% |
| Missing | 1697 |
| Missing (%) | 50.3% |
| Memory Size | 124544 |
| Mean | 9.1775 |
|---|---|
| Standard Deviation | 5.6839 |
| Median | 7 |
| Minimum | 5 |
| Maximum | 52 |
| 1st row | Parking |
|---|---|
| 2nd row | Parking |
| 3rd row | Parking |
| 4th row | Parking |
| 5th row | Parking |
| Count | 14751 |
|---|---|
| Lowercase Letter | 12541 |
| Space Separator | 464 |
| Uppercase Letter | 2210 |
| Dash Punctuation | 79 |
| Decimal Number | 12 |
numerical
| Approximate Distinct Count | 1352 |
|---|---|
| Approximate Unique (%) | 80.5% |
| Missing | 1697 |
| Missing (%) | 50.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 26864 |
| Mean | 28444.0758 |
| Minimum | 0 |
| Maximum | 686750 |
| Zeros | 126 |
| Zeros (%) | 3.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5000 |
| Median | 10664 |
| Q3 | 26640 |
| 95-th Percentile | 117338.6 |
| Maximum | 686750 |
| Range | 686750 |
| IQR | 21640 |
| Mean | 28444.0758 |
|---|---|
| Standard Deviation | 54392.9179 |
| Variance | 2.9586e+09 |
| Sum | 4.7758e+07 |
| Skewness | 5.029 |
| Kurtosis | 36.1905 |
| Coefficient of Variation | 1.9123 |
categorical
| Approximate Distinct Count | 44 |
|---|---|
| Approximate Unique (%) | 7.4% |
| Missing | 2780 |
| Missing (%) | 82.3% |
| Memory Size | 45890 |
| Mean | 11.9966 |
|---|---|
| Standard Deviation | 7.5697 |
| Median | 11 |
| Minimum | 5 |
| Maximum | 52 |
| 1st row | Restaurant |
|---|---|
| 2nd row | Swimming Pool |
| 3rd row | Data Center |
| 4th row | Swimming Pool |
| 5th row | Office |
| Count | 6623 |
|---|---|
| Lowercase Letter | 5602 |
| Space Separator | 374 |
| Uppercase Letter | 1021 |
| Dash Punctuation | 58 |
| Decimal Number | 4 |
numerical
| Approximate Distinct Count | 501 |
|---|---|
| Approximate Unique (%) | 84.1% |
| Missing | 2780 |
| Missing (%) | 82.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9536 |
| Mean | 11738.6752 |
| Minimum | 0 |
| Maximum | 459748 |
| Zeros | 48 |
| Zeros (%) | 1.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2239 |
| Median | 5043 |
| Q3 | 10138.75 |
| 95-th Percentile | 41654.5 |
| Maximum | 459748 |
| Range | 459748 |
| IQR | 7899.75 |
| Mean | 11738.6752 |
|---|---|
| Standard Deviation | 29331.1993 |
| Variance | 8.6032e+08 |
| Sum | 6.9963e+06 |
| Skewness | 9.1738 |
| Kurtosis | 113.2214 |
| Coefficient of Variation | 2.4987 |
categorical
| Approximate Distinct Count | 65 |
|---|---|
| Approximate Unique (%) | 54.6% |
| Missing | 3257 |
| Missing (%) | 96.5% |
| Memory Size | 9191 |
| Mean | 12.2353 |
|---|---|
| Standard Deviation | 10.4449 |
| Median | 8 |
| Minimum | 4 |
| Maximum | 60 |
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2014 |
| 4th row | 2016 |
| 5th row | 2016 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1456 |
numerical
| Approximate Distinct Count | 100 |
|---|---|
| Approximate Unique (%) | 3.9% |
| Missing | 843 |
| Missing (%) | 25.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 40528 |
| Mean | 67.9187 |
| Minimum | 1 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 12 |
| Q1 | 53 |
| Median | 75 |
| Q3 | 90 |
| 95-th Percentile | 99 |
| Maximum | 100 |
| Range | 99 |
| IQR | 37 |
| Mean | 67.9187 |
|---|---|
| Standard Deviation | 26.8733 |
| Variance | 722.1727 |
| Sum | 172038 |
| Skewness | -0.859 |
| Kurtosis | -0.2215 |
| Coefficient of Variation | 0.3957 |
numerical
| Approximate Distinct Count | 1085 |
|---|---|
| Approximate Unique (%) | 32.2% |
| Missing | 7 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53904 |
| Mean | 54.7321 |
| Minimum | 0 |
| Maximum | 834.4 |
| Zeros | 16 |
| Zeros (%) | 0.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 16.98 |
| Q1 | 27.9 |
| Median | 38.6 |
| Q3 | 60.4 |
| 95-th Percentile | 146.9 |
| Maximum | 834.4 |
| Range | 834.4 |
| IQR | 32.5 |
| Mean | 54.7321 |
|---|---|
| Standard Deviation | 56.2731 |
| Variance | 3166.6645 |
| Sum | 184392.5001 |
| Skewness | 4.9797 |
| Kurtosis | 39.9335 |
| Coefficient of Variation | 1.0282 |
numerical
| Approximate Distinct Count | 1105 |
|---|---|
| Approximate Unique (%) | 32.8% |
| Missing | 6 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53920 |
| Mean | 57.0338 |
| Minimum | 0 |
| Maximum | 834.4 |
| Zeros | 29 |
| Zeros (%) | 0.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 17.4 |
| Q1 | 29.4 |
| Median | 40.9 |
| Q3 | 64.275 |
| 95-th Percentile | 149.155 |
| Maximum | 834.4 |
| Range | 834.4 |
| IQR | 34.875 |
| Mean | 57.0338 |
|---|---|
| Standard Deviation | 57.1633 |
| Variance | 3267.6463 |
| Sum | 192203.9 |
| Skewness | 4.8254 |
| Kurtosis | 37.5819 |
| Coefficient of Variation | 1.0023 |
numerical
| Approximate Distinct Count | 1648 |
|---|---|
| Approximate Unique (%) | 48.9% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 134.2328 |
| Minimum | 0 |
| Maximum | 2620 |
| Zeros | 24 |
| Zeros (%) | 0.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 37.86 |
| Q1 | 74.7 |
| Median | 96.2 |
| Q3 | 143.9 |
| 95-th Percentile | 351.67 |
| Maximum | 2620 |
| Range | 2620 |
| IQR | 69.2 |
| Mean | 134.2328 |
|---|---|
| Standard Deviation | 139.2876 |
| Variance | 19401.0226 |
| Sum | 451962 |
| Skewness | 6.5921 |
| Kurtosis | 77.5477 |
| Coefficient of Variation | 1.0377 |
numerical
| Approximate Distinct Count | 1694 |
|---|---|
| Approximate Unique (%) | 50.3% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 137.7839 |
| Minimum | -2.1 |
| Maximum | 2620 |
| Zeros | 36 |
| Zeros (%) | 1.1% |
| Negatives | 1 |
| Negatives (%) | 0.0% |
| Minimum | -2.1 |
|---|---|
| 5-th Percentile | 37.7 |
| Q1 | 78.4 |
| Median | 101.1 |
| Q3 | 148.35 |
| 95-th Percentile | 353.86 |
| Maximum | 2620 |
| Range | 2622.1 |
| IQR | 69.95 |
| Mean | 137.7839 |
|---|---|
| Standard Deviation | 139.1098 |
| Variance | 19351.5383 |
| Sum | 463918.5 |
| Skewness | 6.5668 |
| Kurtosis | 77.3251 |
| Coefficient of Variation | 1.0096 |
numerical
| Approximate Distinct Count | 3354 |
|---|---|
| Approximate Unique (%) | 99.5% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53936 |
| Mean | 5.4037e+06 |
| Minimum | 0 |
| Maximum | 8.7392e+08 |
| Zeros | 18 |
| Zeros (%) | 0.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 491819.9531 |
| Q1 | 925128.5938 |
| Median | 1.8038e+06 |
| Q3 | 4.2225e+06 |
| 95-th Percentile | 1.8162e+07 |
| Maximum | 8.7392e+08 |
| Range | 8.7392e+08 |
| IQR | 3.2973e+06 |
| Mean | 5.4037e+06 |
|---|---|
| Standard Deviation | 2.1611e+07 |
| Variance | 4.6702e+14 |
| Sum | 1.8216e+10 |
| Skewness | 24.8309 |
| Kurtosis | 857.3437 |
| Coefficient of Variation | 3.9993 |
numerical
| Approximate Distinct Count | 3341 |
|---|---|
| Approximate Unique (%) | 99.1% |
| Missing | 6 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53920 |
| Mean | 5.2767e+06 |
| Minimum | 0 |
| Maximum | 4.7161e+08 |
| Zeros | 29 |
| Zeros (%) | 0.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 503320.811 |
| Q1 | 970182.2344 |
| Median | 1.9045e+06 |
| Q3 | 4.3814e+06 |
| 95-th Percentile | 1.8203e+07 |
| Maximum | 4.7161e+08 |
| Range | 4.7161e+08 |
| IQR | 3.4112e+06 |
| Mean | 5.2767e+06 |
|---|---|
| Standard Deviation | 1.5939e+07 |
| Variance | 2.5404e+14 |
| Sum | 1.7783e+10 |
| Skewness | 15.2623 |
| Kurtosis | 334.0071 |
| Coefficient of Variation | 3.0206 |
numerical
| Approximate Distinct Count | 131 |
|---|---|
| Approximate Unique (%) | 3.9% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 274595.8982 |
| Minimum | 0 |
| Maximum | 1.3494e+08 |
| Zeros | 3237 |
| Zeros (%) | 95.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0 |
| Maximum | 1.3494e+08 |
| Range | 1.3494e+08 |
| IQR | 0 |
| Mean | 274595.8982 |
|---|---|
| Standard Deviation | 3.9122e+06 |
| Variance | 1.5305e+13 |
| Sum | 9.2456e+08 |
| Skewness | 26.709 |
| Kurtosis | 803.6677 |
| Coefficient of Variation | 14.247 |
numerical
| Approximate Distinct Count | 3352 |
|---|---|
| Approximate Unique (%) | 99.6% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 1.0866e+06 |
| Minimum | -33826.8008 |
| Maximum | 1.9258e+08 |
| Zeros | 14 |
| Zeros (%) | 0.4% |
| Negatives | 1 |
| Negatives (%) | 0.0% |
| Minimum | -33826.8008 |
|---|---|
| 5-th Percentile | 72675.6398 |
| Q1 | 187422.9453 |
| Median | 345129.9063 |
| Q3 | 829317.8438 |
| 95-th Percentile | 3.9442e+06 |
| Maximum | 1.9258e+08 |
| Range | 1.9261e+08 |
| IQR | 641894.8984 |
| Mean | 1.0866e+06 |
|---|---|
| Standard Deviation | 4.3525e+06 |
| Variance | 1.8944e+13 |
| Sum | 3.6587e+09 |
| Skewness | 28.7157 |
| Kurtosis | 1155.7789 |
| Coefficient of Variation | 4.0055 |
numerical
| Approximate Distinct Count | 3351 |
|---|---|
| Approximate Unique (%) | 99.5% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 3.7076e+06 |
| Minimum | -115417 |
| Maximum | 6.5707e+08 |
| Zeros | 14 |
| Zeros (%) | 0.4% |
| Negatives | 1 |
| Negatives (%) | 0.0% |
| Minimum | -115417 |
|---|---|
| 5-th Percentile | 247969.2 |
| Q1 | 639487 |
| Median | 1.1776e+06 |
| Q3 | 2.8296e+06 |
| 95-th Percentile | 1.3458e+07 |
| Maximum | 6.5707e+08 |
| Range | 6.5719e+08 |
| IQR | 2.1901e+06 |
| Mean | 3.7076e+06 |
|---|---|
| Standard Deviation | 1.4851e+07 |
| Variance | 2.2054e+14 |
| Sum | 1.2484e+10 |
| Skewness | 28.7157 |
| Kurtosis | 1155.7789 |
| Coefficient of Variation | 4.0055 |
numerical
| Approximate Distinct Count | 2109 |
|---|---|
| Approximate Unique (%) | 62.6% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 13685.0454 |
| Minimum | 0 |
| Maximum | 2.9791e+06 |
| Zeros | 1258 |
| Zeros (%) | 37.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 3237.5376 |
| Q3 | 11890.335 |
| 95-th Percentile | 49023.7242 |
| Maximum | 2.9791e+06 |
| Range | 2.9791e+06 |
| IQR | 11890.335 |
| Mean | 13685.0454 |
|---|---|
| Standard Deviation | 67097.8083 |
| Variance | 4.5021e+09 |
| Sum | 4.6078e+07 |
| Skewness | 30.0255 |
| Kurtosis | 1199.2479 |
| Coefficient of Variation | 4.903 |
numerical
| Approximate Distinct Count | 2109 |
|---|---|
| Approximate Unique (%) | 62.6% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 1.3685e+06 |
| Minimum | 0 |
| Maximum | 2.9791e+08 |
| Zeros | 1258 |
| Zeros (%) | 37.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 323754 |
| Q3 | 1.189e+06 |
| 95-th Percentile | 4.9024e+06 |
| Maximum | 2.9791e+08 |
| Range | 2.9791e+08 |
| IQR | 1.189e+06 |
| Mean | 1.3685e+06 |
|---|---|
| Standard Deviation | 6.7098e+06 |
| Variance | 4.5021e+13 |
| Sum | 4.6078e+09 |
| Skewness | 30.0255 |
| Kurtosis | 1199.2479 |
| Coefficient of Variation | 4.903 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 236207 |
| Mean | 4.9665 |
|---|---|
| Standard Deviation | 0.1799 |
| Median | 5 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | False |
|---|---|
| 2nd row | False |
| 3rd row | False |
| 4th row | False |
| 5th row | False |
| Count | 16767 |
|---|---|
| Lowercase Letter | 13391 |
| Space Separator | 0 |
| Uppercase Letter | 3376 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 229568 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Count | 10128 |
|---|---|
| Lowercase Letter | 10128 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 252164 |
| Mean | 9.6931 |
|---|---|
| Standard Deviation | 3.4383 |
| Median | 9 |
| Minimum | 9 |
| Maximum | 28 |
| 1st row | Compliant |
|---|---|
| 2nd row | Compliant |
| 3rd row | Compliant |
| 4th row | Compliant |
| 5th row | Compliant |
| Count | 32107 |
|---|---|
| Lowercase Letter | 28340 |
| Space Separator | 467 |
| Uppercase Letter | 3767 |
| Dash Punctuation | 150 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 3344 |
| Missing (%) | 99.1% |
| Memory Size | 2441 |
| Mean | 11.2812 |
|---|---|
| Standard Deviation | 0.4568 |
| Median | 11 |
| Minimum | 11 |
| Maximum | 12 |
| 1st row | High outlier |
|---|---|
| 2nd row | Low outlier |
| 3rd row | Low outlier |
| 4th row | High outlier |
| 5th row | Low outlier |
| Count | 329 |
|---|---|
| Lowercase Letter | 297 |
| Space Separator | 32 |
| Uppercase Letter | 32 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 2818 |
|---|---|
| Approximate Unique (%) | 83.7% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 119.724 |
| Minimum | -0.8 |
| Maximum | 16870.98 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negatives | 1 |
| Negatives (%) | 0.0% |
| Minimum | -0.8 |
|---|---|
| 5-th Percentile | 3.78 |
| Q1 | 9.495 |
| Median | 33.92 |
| Q3 | 93.94 |
| 95-th Percentile | 392.797 |
| Maximum | 16870.98 |
| Range | 16871.78 |
| IQR | 84.445 |
| Mean | 119.724 |
|---|---|
| Standard Deviation | 538.8322 |
| Variance | 290340.1683 |
| Sum | 403110.61 |
| Skewness | 19.4732 |
| Kurtosis | 474.1855 |
| Coefficient of Variation | 4.5006 |
numerical
| Approximate Distinct Count | 511 |
|---|---|
| Approximate Unique (%) | 15.2% |
| Missing | 9 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 53872 |
| Mean | 1.1759 |
| Minimum | -0.02 |
| Maximum | 34.09 |
| Zeros | 12 |
| Zeros (%) | 0.4% |
| Negatives | 1 |
| Negatives (%) | 0.0% |
| Minimum | -0.02 |
|---|---|
| 5-th Percentile | 0.13 |
| Q1 | 0.21 |
| Median | 0.61 |
| Q3 | 1.37 |
| 95-th Percentile | 3.961 |
| Maximum | 34.09 |
| Range | 34.11 |
| IQR | 1.16 |
| Mean | 1.1759 |
|---|---|
| Standard Deviation | 1.8215 |
| Variance | 3.3177 |
| Sum | 3959.31 |
| Skewness | 5.5907 |
| Kurtosis | 57.2852 |
| Coefficient of Variation | 1.549 |